[0001] Embodiments of the present disclosure are related generally to wind turbines, and
more particularly to a system and method for controlling wind turbines.
[0002] In wind turbine control systems, cyclic pitch control also known as Rotor Imbalance
Control (RIC) is used to mitigate rotor imbalance loads in a yaw axis and a nodding
axis that arise due to sampling of a non-homogenous wind field by the wind turbine
blades. Cyclic pitching of the blades at the static (0P), rotational (1P), and multiple
(for example, 2P) frequencies facilitates reducing the energy in the 0P, 1P, and 2P
frequencies in the yaw axis and nodding axis imbalance loads. The activation of this
RIC is conditioned on a current power output of the wind turbine, which is correlated
to the expected yaw axis and nodding axis imbalance loads at each potential power
output level. As the power output transitions from a low value, for example, about
65% rated power to a higher value, for example, approximately 80% rated power, RIC
transits from zero activation to full activation. This activation scheme assumes a
certain monotonic relationship between the rotor imbalance loads and power output
of the turbine. However, there are scenarios where this relationship is not preserved
and the turbine might experience high rotor imbalance loads even at low power outputs.
Such situations can be conditions of high wind shear, wind misalignment at low/medium
wind speeds and extreme turbulence. In such scenarios, even though the RIC subsystem
could help mitigate the rotor imbalance loads, it stays deactivated due to low power
output. One possible approach to alleviate such a situation is to lower the threshold
on power to activate the RIC subsystem. However, that imposes penalties on annual
energy production (AEP) by pitching the blades when not needed and by adding to pitch
control duty cycle.
[0003] In one embodiment, a computer-implemented method for managing loads on a wind turbine
is implemented using a processor coupled to a memory device, the method includes determining
a first moment of a wind load acting about a first axis of a rotor of the wind turbine,
determining a second moment of a wind load acting about a second axis of the rotor
of the wind turbine, and determining a resultant moment of the first moment and the
second moment. The method also includes generating an error signal indicating a difference
between the resultant moment and a predetermined moment level threshold signal and
generating, by the processor, a first activation signal over a range of the generated
error signal between a first zero activation signal level and a first full activation
signal level.
[0004] In another embodiment, a turbine load management system includes a first sensor configured
to generate a first load signal relative to a load on a rotor of the turbine in a
first axis, a second sensor configured to generate a second load signal relative to
a load on the rotor of the turbine in a second axis, the second axis perpendicular
to the first axis, and a processor communicatively coupled to a memory device. The
processor is programmed to determine a first moment of a wind load acting about a
yaw axis of the rotor of the wind turbine using the first sensor, determine a second
moment of a wind load acting about a nodding axis of the rotor of the wind turbine
using the second sensor, and determine a resultant moment of the first moment and
the second moment. The processor is further programmed to generate an error signal
indicating a difference between the resultant moment and a predetermined moment level
threshold signal and generate a first activation signal over a range of the generated
error signal between a first zero activation signal level and a first full activation
signal level.
[0005] In yet another embodiment, one or more non-transitory computer-readable storage media
have computer-executable instructions embodied thereon that when executed by at least
one processor cause the processor to determine a first moment of a wind load acting
about a yaw axis of a rotor of the wind turbine using a first sensor, determine a
second moment of a wind load acting about a nodding axis of the rotor of the wind
turbine using a second sensor, and determine a resultant moment of the first moment
and the second moment. The instructions further cause the at least one processor to
generate an error signal indicating a difference between the resultant moment and
a predetermined moment level threshold signal and generate a first activation signal
over a range of the generated error signal between a first zero activation signal
level and a first full activation signal level.
[0006] Various features, aspects, and advantages of the present disclosure will become better
understood when the following detailed description is read with reference to the accompanying
drawings in which like characters represent like parts throughout the drawings, wherein:
FIG. 1 is a block diagram of an exemplary power generation system that includes a
power generator;
FIG. 2 is a perspective view of a wind turbine that may be used in the power generation
system shown in FIG. 1;
FIG. 3 is a partially cut-away perspective view of a portion of the wind turbine shown
in FIG. 2;
FIG. 4 is a block diagram of an exemplary computing device that may be used to monitor
and/or control the operation of the wind turbine shown in FIGS. 2 and 3;
FIG. 5 is a flow diagram of a computer-implemented method for managing loads on the
wind turbine shown in FIG. 2; and
FIG. 6 is a data flow diagram of a rotor imbalance control (RIC) activation subsystem
that may be used with the wind turbine shown in FIG. 2.
[0007] Unless otherwise indicated, the drawings provided herein are meant to illustrate
features of embodiments of the disclosure. These features are believed to be applicable
in a wide variety of systems comprising one or more embodiments of the disclosure.
As such, the drawings are not meant to include all conventional features known by
those of ordinary skill in the art to be required for the practice of the embodiments
disclosed herein.
[0008] In the following specification and the claims, reference will be made to a number
of terms, which shall be defined to have the following meanings.
[0009] The singular forms "a", "an", and "the" include plural references unless the context
clearly dictates otherwise.
[0010] "Optional" or "optionally" means that the subsequently described event or circumstance
may or may not occur, and that the description includes instances where the event
occurs and instances where it does not.
[0011] Approximating language, as used herein throughout the specification and claims, may
be applied to modify any quantitative representation that could permissibly vary without
resulting in a change in the basic function to which it is related. Accordingly, a
value modified by a term or terms, such as "about", "approximately", and "substantially",
are not to be limited to the precise value specified. In at least some instances,
the approximating language may correspond to the precision of an instrument for measuring
the value. Here and throughout the specification and claims, range limitations may
be combined and/or interchanged, such ranges are identified and include all the sub-ranges
contained therein unless context or language indicates otherwise.
[0012] As used herein, the terms "processor" and "computer" and related terms, e.g., "processing
device" and "computing device", are not limited to just those integrated circuits
referred to in the art as a computer, but broadly refers to a microcontroller, a microcomputer,
a programmable logic controller (PLC), an application specific integrated circuit,
and other programmable circuits, and these terms are used interchangeably herein.
In the embodiments described herein, memory may include, but is not limited to, a
computer-readable medium, such as a random access memory (RAM), and a computer-readable
non-volatile medium, such as flash memory. Alternatively, a floppy disk, a compact
disc - read only memory (CD-ROM), a magneto-optical disk (MOD), and/or a digital versatile
disc (DVD) may also be used. Also, in the embodiments described herein, additional
input channels may be, but are not limited to, computer peripherals associated with
an operator interface such as a mouse and a keyboard. Alternatively, other computer
peripherals may also be used that may include, for example, but not be limited to,
a scanner. Furthermore, in the exemplary embodiment, additional output channels may
include, but not be limited to, an operator interface monitor.
[0013] Further, as used herein, the terms "software" and "firmware" are interchangeable,
and include any computer program stored in memory for execution by personal computers,
workstations, clients and servers.
[0014] As used herein, the term "non-transitory computer-readable media" is intended to
be representative of any tangible computer-based device implemented in any method
or technology for short-term and long-term storage of information, such as, computer-readable
instructions, data structures, program modules and sub-modules, or other data in any
device. Therefore, the methods described herein may be encoded as executable instructions
embodied in a tangible, non-transitory, computer readable medium, including, without
limitation, a storage device and/or a memory device. Such instructions, when executed
by a processor, cause the processor to perform at least a portion of the methods described
herein. Moreover, as used herein, the term "non-transitory computer-readable media"
includes all tangible, computer-readable media, including, without limitation, non-transitory
computer storage devices, including, without limitation, volatile and nonvolatile
media, and removable and non-removable media such as a firmware, physical and virtual
storage, CD-ROMs, DVDs, and any other digital source such as a network or the Internet,
as well as yet to be developed digital means, with the sole exception being a transitory,
propagating signal.
[0015] Furthermore, as used herein, the term "real-time" refers to at least one of the time
of occurrence of the associated events, the time of measurement and collection of
predetermined data, the time to process the data, and the time of a system response
to the events and the environment. In the embodiments described herein, these activities
and events occur substantially instantaneously.
[0016] As described above, rotor imbalance controls (RIC) (cyclic pitch actuation) is used
to mitigate rotor imbalance loads in a yaw axis and a nodding axis that arise due
to sampling of a non-homogenous wind field by the wind turbine blades. Embodiments
of the present disclosure describe augmenting the power level activation condition
of RIC with an imbalanced load based activation condition for activating the RIC control
loop. The measured loads used are received from proximity sensors. Such a configuration
provides technical advantages over current systems, namely activation of RIC using
measured loads ensures that the RIC is active when it is required rather than activation
being based on a surrogate variable, such as, wind turbine power output, which may
not always be an accurate surrogate for the loads, which the RIC subsystem is intended
to mitigate. The measured loads activation configuration also enables loads management
to facilitate reducing the impact on increase in pitch duty cycle or annual energy
production (AEP) loss due to overactive RIC subsystem control when not required. The
measured loads activation configuration also facilitates reducing rotor imbalance
loads during conditions of shutdown during extreme yaw misalignment, extreme wind
shear and extreme wind turbulence, which will result in reducing design driving loads
on hub flange and tower top loads.
[0017] FIG. 1 is a block diagram of an exemplary power generation system 10 that includes
a power generator 12. Power generator 12 includes one or more power generation units
14. Power generation units 14 may include, for example, wind turbines, solar cells,
fuel cells, geothermal generators, hydropower generators, and/or other devices that
generate power from renewable and/or non-renewable energy sources. Although three
power generation units 14 are shown in the exemplary embodiment, in other embodiments,
power generator 12 may include any suitable number of power generation units 14, including
only one power generation unit 14.
[0018] In the exemplary embodiment, power generator 12 is coupled to a power converter 16
that is configured to convert a substantially direct current (DC) power output from
power generator 12 to alternating current (AC) power. The AC power is transmitted
to an electrical distribution network 18, or "grid." Power converter 16, in the exemplary
embodiment, adjusts an amplitude of the voltage and/or current of the converted AC
power to an amplitude suitable for electrical distribution network 18, and provides
AC power at a frequency and a phase that are substantially equal to the frequency
and phase of electrical distribution network 18. Moreover, in the exemplary embodiment,
power converter 16 is configured to provide three phase AC power to electrical distribution
network 18. Alternatively, power converter 16 can provide single phase AC power or
any other number of phases of AC power to electrical distribution network 18. Furthermore,
in some embodiments, power generation system 10 may include more than one power converter
16. For example, in some embodiments, each power generation unit 14 may be coupled
to a separate power converter 16.
[0019] In the exemplary embodiment, power generation units 14 include one or more wind turbines
20 (shown in FIG. 2) coupled to facilitate operating power generation system 10 at
a desired power output. Each wind turbine 20 is configured to generate substantially
direct current power. Wind turbines 20 are coupled to power converter 16, or power
converter system 16, that converts the DC power to AC power that is transmitted to
the electrical distribution network 18. Methods and systems will be further described
herein with reference to such a wind turbine based power generation system. However,
the methods and systems described herein are applicable to any type of electric generation
system.
[0020] FIG. 2 is a perspective view of wind turbine 20 (e.g., a horizontal axis wind turbine
including a rotor 24 configured to rotate about a horizontal longitudinal axis 26)
that may be used in power generation system 10. FIG. 3 is a partially cut-away perspective
view of a portion of wind turbine 20. Wind turbine 20 described and shown herein is
a wind turbine generator for generating electrical power from wind energy. Moreover,
wind turbine 20 described and illustrated herein includes a horizontal-axis configuration.
However, in some embodiments, wind turbine 20 may include, in addition or alternative
to the horizontal-axis configuration, a vertical-axis configuration (not shown). Wind
turbine 20 may be coupled to electrical distribution network 18 (shown in FIG. 1),
for receiving electrical power therefrom to drive operation of wind turbine 20 and/or
its associated components and/or for supplying electrical power generated by wind
turbine 20 thereto. Although only one wind turbine 20 is shown in Figures 2 and 3,
in some embodiments, a plurality of wind turbines 20 may be grouped together, sometimes
referred to as a "wind farm."
[0021] Wind turbine 20 includes a body or nacelle 22 and a rotor (generally designated by
24) coupled to nacelle 22 for rotation with respect to nacelle 22 about a yaw axis
of rotation 52. A yaw moment, Myaw acts about yaw axis of rotation 52 to tend to rotate
nacelle 22 back-and-forth about yaw axis of rotation 52. A nodding moment, Mnod acts
about nodding axis 54 to tend to rotate nacelle 22 or a hub 30 about nodding axis
54, for example, in cases of a vertical wind gradient that exerts unequal force on
blades 32 during an upper arc of their rotation as compared to a lower arc of their
rotation about axis 26. One or more proximity sensors 56 are positioned within nacelle
22 to measure nodding moment Mnod and one or more proximity sensors 58 are positioned
within nacelle 22 to measure yaw moment Myaw In the exemplary embodiment, nacelle
22 is mounted on a tower 28. However, in some embodiments, in addition or alternative
to tower-mounted nacelle 22, nacelle 22 may be positioned adjacent the ground (not
shown) and/or a surface of water (not shown). The height of tower 28 may be any suitable
height enabling wind turbine 20 to function as described herein. Rotor 24 includes
a hub 30 and a plurality of blades 32 (sometimes referred to as "airfoils") extending
radially outwardly from hub 30 for converting wind energy into rotational energy.
Although rotor 24 is described and illustrated herein as having three blades 32, rotor
24 may have any number of blades 32. Blades 32 may each have any length that allows
wind turbine 20 to function as described herein. For example, in some embodiments,
one or more rotor blades 32 are about one-half meter long, while in some embodiments
one or more rotor blades 32 are about fifty meters long. Other examples of blade lengths
include ten meters or less, about twenty meters, about thirty-seven meters, and about
forty meters. Still other examples include rotor blades between about fifty and about
one-hundred meters long, and rotor blades greater than one-hundred meters long.
[0022] Wind turbine 20 includes an electrical generator 34 coupled to rotor 24 for generating
electrical power from the rotational energy generated by rotor 24. Generator 34 may
be any suitable type of electrical generator, such as, but not limited to, a wound
rotor induction generator, a double-fed induction generator (DFIG, also known as a
dual-fed asynchronous generator), a permanent magnet (PM) synchronous generator, an
electrically-excited synchronous generator, and a switched reluctance generator. Generator
34 includes a generator stator (not shown in FIG. 2 or 3) and a generator rotor (not
shown in FIG. 2 or 3) with an air gap included therebetween. Rotor 24 includes a rotor
shaft 36 coupled to rotor hub 30 for rotation therewith. Generator 34 is coupled to
rotor shaft 36 such that rotation of rotor shaft 36 drives rotation of the generator
rotor, and therefore operation of generator 34. In the exemplary embodiment, generator
34 includes a generator shaft 38 coupled thereto and coupled to rotor shaft 36 such
that rotation of rotor shaft 36 drives rotation of the generator rotor. In other embodiments,
the generator rotor is directly coupled to rotor shaft 36, sometimes referred to as
a "direct-drive wind turbine." In the exemplary embodiment, generator shaft 38 is
coupled to rotor shaft 36 through a gearbox 40, although in other embodiments generator
shaft 38 is coupled directly to rotor shaft 36.
[0023] The torque of rotor 24 drives the generator rotor to generate variable frequency
AC electrical power from rotation of rotor 24. Generator 34 has an air gap torque
between the generator rotor and generator stator that opposes the torque of rotor
24. A power conversion assembly 42 is coupled to generator 34 for converting the variable
frequency AC to a fixed frequency AC for delivery to an electrical load (not shown),
such as, but not limited to electrical distribution network 18 (shown in FIG. 1),
coupled to generator 34. Power conversion assembly 42 may include a single frequency
converter or a plurality of frequency converters configured to convert electricity
generated by generator 34 to electricity suitable for delivery over the power grid.
Power conversion assembly 42 may also be referred to herein as a power converter.
Power conversion assembly 42 may be located anywhere within or remote to wind turbine
20. For example, power conversion assembly 42 may be located within a base (not shown)
of tower 28.
[0024] In the exemplary embodiment, wind turbine 20 includes at least one system controller
44 coupled to at least one component of wind turbine 20 for generally controlling
operation of wind turbine 20 and/or controlling operation of the components thereof.
For example, system controller 44 may be configured to control operation of power
conversion assembly 42, a disk brake 46, a yaw control system 48, and/or a variable
blade pitch control system 50. Disk brake 46 brakes rotation of rotor 24 to, for example,
slow rotation of rotor 24, brake rotor 24 against full wind torque, and/or reduce
the generation of electrical power from electrical generator 34. Yaw control system
48 rotates nacelle 22 about yaw axis of rotation 52 for changing a yaw of rotor 24,
and more specifically for changing a direction faced by rotor 24 to, for example,
adjust an angle between the direction faced by rotor 24 and a direction of wind. Other
sensors 60 are communicatively coupled to system controller for use in communicating
such parameter values that are sensed by other sensors 60. For example, other sensors
include electrical parameter measurement sensors, such as, a power output level sensor
62 configured to sense real and reactive power output of generator 34.
[0025] Furthermore, variable blade pitch control system 50 controls, including but not limited
to changing, a pitch angle of blades 32 (shown in Figures 2-3) with respect to a wind
direction. Pitch control system 50 may be coupled to system controller 44 for control
thereby. Pitch control system 50 is coupled to hub 30 and blades 32 for changing the
pitch angle of blades 32 by rotating blades 32 with respect to hub 30. Pitch control
system 50 may include any suitable structure, configuration, arrangement, means, and/or
components, whether described and/or shown herein, such as, but not limited to, electrical
motors, hydraulic cylinders, springs, and/or servomechanisms. Moreover, pitch control
system 50 may be driven by any suitable means, whether described and/or shown herein,
such as, but not limited to, hydraulic fluid, electrical power, electro-chemical power,
and/or mechanical power, such as, but not limited to, spring force.
[0026] FIG. 4 is a block diagram of an exemplary computing device 400 that may be used to
monitor and/or control the operation of wind turbine 20 (shown in FIGS. 2 and 3).
Computing device 400 includes a memory device 402 and a processor 404 operatively
coupled to memory device 402 for executing instructions. As used herein, the term
"processor" includes any suitable programmable circuit such as, without limitation,
one or more systems and microcontrollers, microprocessors, a general purpose central
processing unit (CPU), reduced instruction set circuits (RISC), application specific
integrated circuits (ASIC), programmable logic circuits (PLC), field programmable
gate arrays (FPGA), and/or any other circuit capable of executing the functions described
herein. The above examples are exemplary only, and thus are not intended to limit
in any way the definition and/or meaning of the term "processor."
[0027] Processor 404 may include one or more processing units (e.g., in a multi-core configuration).
In some embodiments, executable instructions are stored in memory device 402. Computing
device 400 is configurable to perform one or more operations described herein by programming
processor 404. For example, processor 404 may be programmed by encoding an operation
as one or more executable instructions and providing the executable instructions in
memory device 402.
[0028] In addition, in the exemplary embodiment, memory device 402 is at least one device
coupled to processor 404 that enables storage and retrieval of information such as
computer-executable instructions and data, including, without limitation, operating
data, parameters, setpoints, threshold values, and/or any other data that enables
computing device 400 to function as described herein. Memory device 402 may include
one or more tangible, non-transitory, computer readable media, such as, without limitation,
random access memory (RAM), dynamic random access memory (DRAM), static random access
memory (SRAM), a solid state disk, a hard disk, read-only memory (ROM), erasable programmable
ROM (EPROM), electrically erasable programmable ROM (EEPROM), and/or non-volatile
RAM (NVRAM) memory. The above memory types are exemplary only, and are thus not limiting
as to the types of memory usable for storage of a computer program.
[0029] Memory device 402 may be configured to store operational measurements including,
without limitation, utility electric power grid voltage and current readings, substation
voltage and current readings, localized voltage and current readings throughout wind
turbine 20, including an auxiliary electric power system 405 and an electric power
generation system 407, and/or any other type of data. In some embodiments, processor
404 removes or "purges" data from memory device 402 based on the age of the data.
For example, processor 404 may overwrite previously recorded and stored data associated
with a subsequent time and/or event. In addition, or alternatively, processor 404
may remove data that exceeds a predetermined time interval. Also, memory device 402
includes, without limitation, sufficient data, algorithms, and commands to facilitate
centralized and distributed control of protection and control system 409 of electrical
distribution network 18.
[0030] In some embodiments, computing device 400 includes a presentation interface 406 coupled
to processor 404. Presentation interface 406 presents information, such as a user
interface and/or an alarm, to a user 408. In one embodiment, presentation interface
406 includes a display adapter (not shown) that is coupled to a display device (not
shown), such as a cathode ray tube (CRT), a liquid crystal display (LCD), an organic
LED (OLED) display, and/or an "electronic ink" display. In some embodiments, presentation
interface 406 includes one or more display devices. In addition, or alternatively,
presentation interface 406 includes an audio output device (not shown) (e.g., an audio
adapter and/or a speaker) and/or a printer (not shown). In some embodiments, presentation
interface 406 presents an alarm associated with a synchronous machine (not shown in
FIG. 1), such as by using a human machine interface (HMI) (not shown).
[0031] In some embodiments, computing device 400 includes a user input interface 410. In
the exemplary embodiment, user input interface 410 is coupled to processor 404 and
receives input from user 408. User input interface 410 may include, for example, a
keyboard, a pointing device, a mouse, a stylus, a touch sensitive panel (e.g., a touch
pad or a touch screen), and/or an audio input interface (e.g., including a microphone).
A single component, such as a touch screen, may function as both a display device
of presentation interface 406 and user input interface 410.
[0032] A communication interface 412 is coupled to processor 404 and is configured to be
coupled in communication with one or more other devices, such as a sensor or another
computing device 400, and to perform input and output operations with respect to such
devices. For example, communication interface 412 may include, without limitation,
a wired network adapter, a wireless network adapter, a mobile telecommunications adapter,
a serial communication adapter, and/or a parallel communication adapter. Communication
interface 412 may receive data from and/or transmit data to one or more remote devices.
For example, a communication interface 412 of one computing device 400 may transmit
an alarm to the communication interface 412 of another computing device 400.
[0033] Presentation interface 406 and/or communication interface 412 are both capable of
providing information suitable for use with the methods described herein (e.g., to
user 408 or another device). Accordingly, presentation interface 406 and communication
interface 412 may be referred to as output devices. Similarly, user input interface
410 and communication interface 412 are capable of receiving information suitable
for use with the methods described herein and may be referred to as input devices.
[0034] FIG. 5 is a flow diagram of a computer-implemented method 500 for managing loads
on wind turbine 20 shown in FIG. 2. FIG. 6 is a data flow diagram of a rotor imbalance
control (RIC) activation subsystem 600 that may be used with wind turbine 20 (shown
in FIG. 2). In the exemplary embodiment, method 500 is implemented using processor
404 shown in FIG. 4 coupled to memory device 402 shown in FIG. 4. Method 500 includes
determining 502 a nodding moment (Mnod) 604 of a wind load acting about nodding axis
54 of rotor 24 of wind turbine 20, determining 504 a yaw moment (Myaw) 606 of a wind
load acting about yaw axis of rotation 52 of rotor 24 of wind turbine 20, and determining
506 a moment resultant vector signal 603 of Mnod 604 and Myaw 606. Method 500 further
includes generating 508 a loads error signal 610 indicating a difference between moment
resultant vector signal 603 and a predetermined moment level threshold signal 608
and generating 510 a first activation signal 614 over a range of loads error signal
610 between a first zero activation signal level 615 and a first full activation signal
level 616. Method 500 further includes generating a wind load signal using an electrical
load of the wind turbine.
[0035] In the exemplary embodiment, RIC activation subsystem 600 is configured to generate
an RIC activation signal 601 that is applied to an RIC subsystem 602 to control an
amount by which RIC subsystem 602 controls a pitch of blades 32 of wind turbine 20.
RIC activation subsystem 600 is configured to receive a moment resultant vector signal
(√(M_nod^2+M_yaw^2 )) 603 relative to current values of a nodding moment (Mnod) 604
and a yaw moment (Myaw) 606. Nodding moment (Mnod) 604 and yaw moment (Myaw) 606 are
signals derived from proximity sensors positioned proximate rotor 24. Moment resultant
vector signal 603 is compared to moment level threshold signal 608 at summing junction
609 to generate a loads error signal 610, which is input to a loads error function
block 612 of loads error signal 610 with respect to an error delta value, which is
a selectable value used to establish a slope of loads error function block 612. Loads
error function block 612 generates first activation signal 614 that varies between
for example, first zero activation signal level 615 that does not activate RIC subsystem
602 to first full activation signal level 616 that fully activates RIC subsystem 602,
where the second value is larger than the first value. In the exemplary embodiment,
first activation signal 614 varies between a zero level and a one level, which is
embodied as a voltage, current, or frequency signal or a percentage thereof. Between
the first value and the second value, RIC subsystem 602 may be partially active, meaning
RIC subsystem 602 is limited to controlling pitch to less than its full capability.
[0036] Similarly, power level sensor 62 provides a power level signal 617 indicative of
an electrical power output level of wind turbine 20. Power level signal 617 is used
as a surrogate for measured wind load on wind turbine 20. Power level signal 617 is
received and compared to a power level threshold signal 618 to generate a power error
signal 620, which is input into a power error function block 622. Power error function
block 622 generates a second activation signal 624 that is a function of power error
signal 620 divided by a power delta value, which is selectable by a user. Power error
function block 622 generates a second activation signal 624 that varies between for
example, a first value that does not activate RIC subsystem 602 to a second value
that fully activates RIC, where the second value is greater than the first value.
In the exemplary embodiment, second activation signal 624 varies between a zero level
626 and a one level 628, which is embodied as a voltage, current, or frequency signal
or a percentage thereof. First and second activation signals 614 and 624 are input
to a maximum function block 630 configured to select a larger 632 of first and second
activation signals 614 and 624 to be applied to RIC subsystem 602. A manual RIC select
634 is also provided to control activation of RIC subsystem 602 manually. An RIC activation
signal 601 is applied to RIC subsystem 602.
[0037] In various embodiments, loads error function block 612 and power error function block
622 are operated independently or in the absence of the other. For example, if loads
error function block 612 is used alone to provide the RIC activation signal, maximum
function block 630 would not be needed and first activation signal 614 would essentially
function as RIC activation signal 601. Similarly, if power error function block 622
is used alone to provide the RIC activation signal, maximum function block 630 would
not be needed and second activation signal 624 would essentially function as RIC activation
signal 601.
[0038] The above-described embodiments of a method and system of activating a rotor imbalance
control (RIC) subsystem provides a cost-effective and reliable means for activating
the RIC subsystem using measured loads experienced by the turbine rotor. The embodiments
described herein use a measured load based RIC activation system to facilitate accurate
real-time operation of the RIC subsystem during periods when the electrical load on
the turbine generator is not an accurate surrogate for the moment loads on the turbine
rotor. Specifically, the embodiments described herein use proximity sensors mounted
about the wind turbine to generate signals indication of actual loads experienced
by the wind turbine in real time. Therefore, the embodiments described herein substantially
improve the accuracy of RIC activation without operating the RIC subsystem when it
is not necessary, thereby reducing the costs of operation and maintenance.
[0039] An exemplary technical effect of the methods, systems, and apparatus described herein
may include at least one of: (a) determining a first moment of a wind load acting
about a first axis of a rotor of the wind turbine, (b) determining a second moment
of a wind load acting about a second axis of a rotor of the wind turbine, (c) determining,
by the processor, a resultant moment of the first moment and the second moment, (d)
generating, by the processor, an error signal indicating a difference between the
resultant moment signal and a predetermined moment level threshold signal; and (e)
generating, by the processor, a first activation signal over a range of the generated
error signal between a first zero activation signal level and a first full activation
signal level.
[0040] Exemplary embodiments of methods, systems, and apparatus for activating a wind turbine
rotor imbalance control subsystem are not limited to the specific embodiments described
herein, but rather, components of systems and/or steps of the methods may be utilized
independently and separately from other components and/or steps described herein.
For example, the methods may also be used in combination with other systems requiring
alternate activation systems and the associated methods, and are not limited to practice
with only the wind turbine monitoring and control systems and methods as described
herein. Rather, the exemplary embodiment can be implemented and utilized in connection
with many other applications, equipment, and systems that may benefit from alternate
activation methods of control systems.
[0041] Although specific features of various embodiments of the disclosure may be shown
in some drawings and not in others, this is for convenience only. In accordance with
the principles of the disclosure, any feature of a drawing may be referenced and/or
claimed in combination with any feature of any other drawing.
[0042] Some embodiments involve the use of one or more electronic or computing devices.
Such devices typically include a processor or controller, such as a general purpose
central processing unit (CPU), a graphics processing unit (GPU), a microcontroller,
a reduced instruction set computer (RISC) processor, an application specific integrated
circuit (ASIC), a programmable logic circuit (PLC), and/or any other circuit or processor
capable of executing the functions described herein. The methods described herein
may be encoded as executable instructions embodied in a computer readable medium,
including, without limitation, a storage device and/or a memory device. Such instructions,
when executed by a processor, cause the processor to perform at least a portion of
the methods described herein. The above examples are exemplary only, and thus are
not intended to limit in any way the definition and/or meaning of the term processor.
[0043] This written description uses examples to disclose the embodiments, including the
preferred mode, and also to enable any person skilled in the art to practice the embodiments,
including making and using any devices or systems and performing any incorporated
methods. The patentable scope of the disclosure is defined by the claims, and may
include other examples that occur to those skilled in the art. Such other examples
are intended to be within the scope of the claims if they have structural elements
that do not differ from the literal language of the claims, or if they include equivalent
structural elements with insubstantial differences from the literal language of the
claims.
[0044] Various aspects and embodiments of the present invention are defined by the following
numbered clauses:
- 1. A computer-implemented method for managing loads on a wind turbine, the method
implemented using a processor coupled to a memory device, the method comprising:
determining at least one of a first moment of a wind load acting about a first axis
of a rotor of the wind turbine and a second moment of the wind load acting about a
second axis of the rotor of the wind turbine;
determining, by the processor, a resultant moment of the at least one of the first
moment and the second moment;
generating, by the processor, an error signal indicating a difference between the
resultant moment and a predetermined moment level threshold signal; and
generating, by the processor, a first activation signal over a range of the generated
error signal between a first zero activation signal level and a first full activation
signal level.
- 2. The method of Clause 1, wherein determining a moment acting about a first axis
of a rotor of the wind turbine comprises determining a moment acting about a yaw axis
of the rotor.
- 3. The method of any preceding clause, wherein determining a moment acting about a
yaw axis of the rotor comprises measuring a force acting on the rotor in the yaw axis
using a proximity sensor.
- 4. The method of any preceding clause, wherein determining a moment acting about a
second axis of a rotor of the wind turbine comprises determining a moment acting about
a nodding axis of the rotor.
- 5. The method of any preceding clause, wherein determining a moment acting about a
nodding axis of the rotor comprises measuring a force acting on the rotor in the nodding
axis using a proximity sensor.
- 6. The method of any preceding clause, further comprising generating a wind load signal
using an electrical load of the wind turbine.
- 7. The method of any preceding clause, further comprising:
generating a power error signal indicating a difference between the electrical load
of the wind turbine and a predetermined power level threshold signal;
generating a second activation signal over a range of the generated power error signal
between a second zero activation signal level and a second full activation signal
level; and
activating a rotor imbalance control circuit using at least one of the first activation
signal and the second activation signal.
- 8. The method of any preceding clause, wherein generating a second activation signal
over a range of the generated power error signal between a second zero activation
signal level and a second full activation signal level comprises generating a second
activation signal over a range of the generated power error signal between a second
zero activation signal level based on a first value of rated turbine load and a second
full activation signal level based on a second value of rated turbine load, wherein
the second value of rated turbine load is greater than the first value of rated turbine
load.
- 9. The method of any preceding clause, wherein activating a rotor imbalance control
circuit using at least one of the first activation signal and the second activation
signal comprises activating the rotor imbalance control circuit using a larger of
the at least one of the first activation signal and the second activation signal.
- 10. A wind turbine load management system comprising:
a first sensor configured to generate at least one of a first load signal relative
to a load on a rotor of the wind turbine in a first axis and to generate a second
load signal relative to a load on a rotor of the wind turbine in a second axis, the
second axis perpendicular to the first axis; and
a processor communicatively coupled to a memory device, the processor programmed to:
determine a resultant moment of the at least one of the first load signal relative
to a load on a rotor of the wind turbine and the second load signal;
generate an error signal indicating a difference between the resultant moment and
a predetermined moment level threshold signal; and
generate a first activation signal over a range of the generated error signal between
a first zero activation signal level and a first full activation signal level.
- 11. The system of any preceding clause, wherein said processor is further programmed
to:
determine a first moment of a wind load acting about a yaw axis of a rotor of the
wind turbine using the first sensor;
determine a second moment of a wind load acting about a nodding axis of a rotor of
the wind turbine using the second sensor; and
determine the resultant moment of the at least one of the first moment and the second
moment.
- 12. The system of any preceding clause, wherein said processor is further programmed
to receive an indication of electrical load of the wind turbine.
- 13. The system of any preceding clause, wherein said processor is further programmed
to:
generate a power error signal indicating a difference between the electrical load
of the wind turbine and a predetermined power level threshold signal;
generate a second activation signal over a range of the generated power error signal
between a second zero activation signal level and a second full activation signal
level; and
activate a rotor imbalance control circuit using at least one of the first activation
signal and the second activation signal.
- 14. The system of any preceding clause, wherein said processor is further programmed
to generate a second activation signal over a range of the generated power error signal
between a second zero activation signal level of approximately 65% of rated wind turbine
load and a second full activation signal level of approximately 80% of rated wind
turbine load.
- 15. The system of any preceding clause, wherein said processor is further programmed
to activate the rotor imbalance control circuit using a larger of the at least one
of the first activation signal and the second activation signal.
- 16. The system of any preceding clause, wherein at least one of said first sensor
and said second sensor is a proximity sensor.
- 17. One or more non-transitory computer-readable storage media having computer-executable
instructions embodied thereon, wherein when executed by at least one processor, the
computer-executable instructions cause the processor to:
determine at least one of a first moment of a wind load acting about a yaw axis of
a rotor of the wind turbine and a second moment of a wind load acting about a nodding
axis of a rotor of the wind turbine using a first sensor;
determine a resultant moment of the at least one of the first moment and the second
moment;
generate an error signal indicating a difference between the resultant moment and
a predetermined moment level threshold signal; and
generate a first activation signal over a range of the generated error signal between
a first zero activation signal level and a first full activation signal level.
- 18. The computer-readable storage media of any preceding clause, wherein the computer-executable
instructions further cause the processor to receive an indication of electrical load
of the wind turbine.
- 19. The computer-readable storage media of any preceding clause, wherein the computer-executable
instructions further cause the processor to:
generate a power error signal indicating a difference between the electrical load
of the wind turbine and a predetermined power level threshold signal;
generate a second activation signal over a range of the generated power error signal
between a second zero activation signal level and a second full activation signal
level; and
activate a rotor imbalance control circuit using at least one of the first activation
signal and the second activation signal.
- 20. The computer-readable storage media of any preceding clause, wherein the computer-executable
instructions further cause the processor to generate the second activation signal
over a range of the generated power error signal between a second zero activation
signal level of greater than approximately 50% of rated wind turbine load and a second
full activation signal level of less than approximately 90% of rated wind turbine
load.
- 21. The computer-readable storage media of any preceding clause, wherein the computer-executable
instructions further cause the processor to activate the rotor imbalance control circuit
using a larger of the at least one of the first activation signal and the second activation
signal.
1. A computer-implemented method (800) for managing loads on a wind turbine (20), the
method implemented using a processor (404) coupled to a memory device (402), the method
comprising:
determining (502,504) at least one of a first moment of a wind load acting about a
first axis of a rotor of the wind turbine and a second moment of the wind load acting
about a second axis of the rotor of the wind turbine;
determining (506), by the processor (404), a resultant moment of the at least one
of the first moment and the second moment;
generating (508), by the processor (404), an error signal indicating a difference
between the resultant moment and a predetermined moment level threshold signal; and
generating (510), by the processor (404), a first activation signal over a range of
the generated error signal between a first zero activation signal level and a first
full activation signal level.
2. The method (500) of Claim 1, wherein determining a moment acting about a first axis
of a rotor (24) of the wind turbine (20) comprises determining a moment acting about
a yaw axis of the rotor (24).
3. The method (500) of Claim 2, wherein determining a moment acting about a yaw axis
of the rotor (24) comprises measuring a force acting on the rotor in the yaw axis
using a proximity sensor.
4. The method (500) of any preceding Claim, wherein determining a moment acting about
a second axis of a rotor (24) of the wind turbine (20) comprises determining a moment
acting about a nodding axis of the rotor.
5. The method (500) of any preceding Claim, wherein determining a moment acting about
a nodding axis of the rotor (24) comprises measuring a force acting on the rotor in
the nodding axis using a proximity sensor.
6. The method (500) of any preceding Claim, further comprising generating a wind load
signal using an electrical load of the wind turbine (20).
7. The method (500) of any preceding Claim, further comprising:
generating a power error signal indicating a difference between the electrical load
of the wind turbine (20) and a predetermined power level threshold signal;
generating a second activation signal over a range of the generated power error signal
between a second zero activation signal level and a second full activation signal
level; and
activating a rotor (24) imbalance control circuit using at least one of the first
activation signal and the second activation signal.
8. The method (500) of Claim 7, wherein generating a second activation signal over a
range of the generated power error signal between a second zero activation signal
level and a second full activation signal level comprises generating a second activation
signal over a range of the generated power error signal between a second zero activation
signal level based on a first value of rated turbine load and a second full activation
signal level based on a second value of rated turbine load, wherein the second value
of rated turbine load is greater than the first value of rated turbine load.
9. The method (500) of Claim 7 or Claim 8, wherein activating a rotor imbalance control
circuit using at least one of the first activation signal and the second activation
signal comprises activating the rotor imbalance control circuit using a larger of
the at least one of the first activation signal and the second activation signal.
10. A wind turbine load management system (10) comprising:
a first sensor (56) configured to generate at least one of a first load signal relative
to a load on a rotor (24) of the wind turbine (20) in a first axis and to generate
a second load signal relative to a load on a rotor of the wind turbine in a second
axis, the second axis perpendicular to the first axis; and
a processor (404) communicatively coupled to a memory device (402), the processor
programmed to:
determine a resultant moment of the at least one of the first load signal relative
to a load on a rotor (24) of the wind turbine (20) and the second load signal;
generate an error signal indicating a difference between the resultant moment and
a predetermined moment level threshold signal; and
generate a first activation signal over a range of the generated error signal between
a first zero activation signal level and a first full activation signal level.
11. The system (10) of Claim 10, wherein said processor (404) is further programmed to:
determine a first moment of a wind load acting about a yaw axis of a rotor of the
wind turbine using the first sensor;
determine a second moment of a wind load acting about a nodding axis of a rotor of
the wind turbine using the second sensor; and
determine the resultant moment of the at least one of the first moment and the second
moment.
12. The system (10) of Claim 10 or Claim 11, wherein said processor (404) is further programmed
to receive an indication of electrical load of the wind turbine.
13. The system (10) of any of Claims 10 to 12, wherein said processor (404) is further
programmed to:
generate a power error signal indicating a difference between the electrical load
of the wind turbine and a predetermined power level threshold signal;
generate a second activation signal over a range of the generated power error signal
between a second zero activation signal level and a second full activation signal
level; and
activate a rotor imbalance control circuit using at least one of the first activation
signal and the second activation signal.
14. The system (10) of any of Claims 10 to 13, wherein said processor (404) is further
programmed to generate a second activation signal over a range of the generated power
error signal between a second zero activation signal level of approximately 65% of
rated wind turbine load and a second full activation signal level of approximately
80% of rated wind turbine load.
15. The system (10) of any of Claims 10 to 14, wherein at least one of said first sensor
and said second sensor is a proximity sensor.